# Fileset

[figs.zip](https://mdr.nims.go.jp/filesets/67f4f6b4-66ed-473a-87f4-10ce37a41b79/download)

## Creator

[Jun Fujima](https://orcid.org/0000-0002-0858-8035), [Hideki Yoshikawa](https://orcid.org/0000-0002-7389-8865), Hiroko Nagao, Hiroaki Tosaka, [Takuya Kadohira](https://orcid.org/0000-0003-0569-1309), [Masahiko Demura](https://orcid.org/0000-0002-7308-3041)

## Rights

[Creative Commons BY Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/)

## Other metadata

[Research Data Express: a data accumulation and sharing system for digital transformation in materials research](https://mdr.nims.go.jp/datasets/a20e8d3e-338b-4d37-93fe-36bf9afe42a7)

## Fulltext

01-overview.svg                                             Input form Raw files    Experiments and  Measurements       Process conditions Experimental conditions  Standardization of data structure description  methods using  dataset templates Manually - entered data Measurement data            Dataset template               ETL program                                    Output Input  Automatic metadata extraction  through  ETL processing Store in a database  with related data Raw files Metadata Structured data     Plots Instantiate ​02-logical-relationship-rde.svg                                                 Datasets Data Instantiate Research groups  Research group members     Another group Owned Owned Owned  Shared          Dataset templates                                        Another dataset template  Instantiate              Instantiate03-system-architecture.svg                   Dependency                  Dataset viewer app              Data registration app              Sample management app           Instruments management app               Dataset template management app           For general users           For administrators                 Application           Infrastructure              Service           Dataset DB           Sample & Instrument DB           Dataset template DB                       API Gateway               ETL engine               Authorization                               Data Access           DICE ID management           External authentication service               Container registory     04-dataset-view.svg                  (a) (b)05-invoice.svg                                                           06-metadata-def.svg                                                         metadata - def.json View in dataset viewer app  07-catalog.svg                                     08-data-processing.svg        Input files  invoice.json  Translation, Structurization   Visualization  Metadata output  Feature extraction  Input  Output  Process steps        Image files (JPEG, PNG  etc.)   Structured data files (CSV, TSV, JSON etc.)   metadata.json  Structuring process executed on a docker container    09-etl-workflow.svg                                        Dockerfile            Libraries      Analysis tools  Build Containerize         Local environment Cloud environment  Container Image Deploy            Data - structuring process raw files       Container registry         manually - input data10-ex-takahashi.svg                                                        Templatized Electronic Lab Notebook Registered by, Sample Name, Achieved Vacuum Level,  Substrate, Comments, Gas Species, Target, Process  Parameters (Layer Name, Cathode, Temperature, Holding Time,  Gas MFC#, Gas Flow Rate, Gas Pressure, DC & RF Power,  Deposition Rate, Time, Film Thickness), etc.  Transfer XRD, SQUID, VSM, and  TEM data to the RDE and store  them  with relational linking .  Visualize magnetization curves and  automatically determine and record  coercivity ( Hc ), remanent  magnetization (Br), and maximum  magnetic flux density (Bm). Film Deposition Conditions     TEM image  Automatic feature extraction  Automatically segmented          Magnetometer (VSM)  Linking film synthesis conditions with various  evaluations for integrated management  Automated analysis processing enhances research  efficiency